Feature Engineering for Machine Learning
by
Guozhu Dong, Huan Liu
Description: Feature Engineering for Machine Learning by Guozhu Dong and Huan Liu covers techniques for creating and selecting features essential for effective machine learning and data analytics. It addresses the role of feature engineering in improving algorithm performance
ISBN: 0636920049081
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I'd also check out Alice Zheng's books: http://shop.oreilly.com/product/0636920049081.do http://www.oreilly.com/data/free/evaluating-machine-learning...